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From feral to fiduciary: making AI agents serve your interests

Source: The New StackVin SharmaOctober 21, 2026
Read the full story at The New Stack

The article explores how enterprises can safely adopt AI agents by treating trust as measurable and earned through performance. It proposes a credit-card-style model: assess agents before production, assign trust scores, enforce policies during deployment, and monitor for anomalies. As agents demonstrate reliability, they can be granted greater autonomy. This approach addresses the tension between gaining productivity benefits from autonomous systems while maintaining organizational control.

Key points

  • Test AI agents for resilience, reliability and performance before production deployment.
  • Assign trust scores and subject consequential actions to real-time policy enforcement.
  • Increase agent autonomy incrementally based on demonstrated trustworthiness.
  • Monitor anomalies continuously to maintain oversight as agent capabilities grow.

Summary and key points written by AI from the headline and a short excerpt, so they can be incomplete or wrong. The New Stack did the reporting; read the original for the full story.

Read the full story at The New Stack

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